Оператор связи «Ниединогоразрыва.ком» хочет научиться прогнозировать отток клиентов. Если выяснится, что пользователь планирует уйти, ему будут предложены промокоды и специальные условия. Команда оператора собрала персональные данные о некоторых клиентах, информацию об их тарифах и договорах.
Оператор предоставляет два основных типа услуг:
Также доступны такие услуги:
За услуги клиенты могут платить каждый месяц или заключить договор на 1–2 года. Доступны различные способы расчёта и возможность получения электронного чека.
Данные состоят из файлов, полученных из разных источников:
contract_new.csv — информация о договоре; personal_new.csv — персональные данные клиента; internet_new.csv — информация об интернет-услугах; phone_new.csv — информация об услугах телефонии.Во всех файлах столбец customerID содержит код клиента.
Информация о договорах актуальна на 1 февраля 2020.
Прогноз оттока клиентов для предложения им ряда дополнительных услуг или бонусов для оптимизации и регулировки количества пользователей данного оператора связи, следствием чего является увеличение/сохранение выручки компании.
Импорт библиотек
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
from scipy import stats as st
from scipy.stats import f_oneway
from scipy.stats import spearmanr
import seaborn as sns
import phik
from phik.report import plot_correlation_matrix
from phik import report
from sklearn.model_selection import train_test_split, GridSearchCV
from sklearn.metrics import roc_auc_score, roc_curve, accuracy_score
from sklearn.preprocessing import StandardScaler
from sklearn.linear_model import LogisticRegression
from sklearn.ensemble import RandomForestClassifier
from sklearn.svm import LinearSVC
from sklearn.preprocessing import OneHotEncoder
from catboost import CatBoostClassifier
from xgboost import XGBClassifier
from lightgbm import LGBMClassifier
import warnings
warnings.filterwarnings('ignore')
Чтение файлов с датасетами
try:
contract = pd.read_csv('contract_new.csv')
personal = pd.read_csv('personal_new.csv')
internet = pd.read_csv('internet_new.csv')
phone = pd.read_csv('phone_new.csv')
except:
contract = pd.read_csv('/datasets/contract_new.csv')
personal = pd.read_csv('/datasets/personal_new.csv')
internet = pd.read_csv('/datasets/internet_new.csv')
phone = pd.read_csv('/datasets/phone_new.csv')
Напишем функцию для оптимизации просмотра данных
def info(df):
display(df.info())
display(df.head(10))
display(df.describe())
Познакомимся с фреймом contract
info(contract)
<class 'pandas.core.frame.DataFrame'> RangeIndex: 7043 entries, 0 to 7042 Data columns (total 8 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 customerID 7043 non-null object 1 BeginDate 7043 non-null object 2 EndDate 7043 non-null object 3 Type 7043 non-null object 4 PaperlessBilling 7043 non-null object 5 PaymentMethod 7043 non-null object 6 MonthlyCharges 7043 non-null float64 7 TotalCharges 7043 non-null object dtypes: float64(1), object(7) memory usage: 440.3+ KB
None
| customerID | BeginDate | EndDate | Type | PaperlessBilling | PaymentMethod | MonthlyCharges | TotalCharges | |
|---|---|---|---|---|---|---|---|---|
| 0 | 7590-VHVEG | 2020-01-01 | No | Month-to-month | Yes | Electronic check | 29.85 | 31.04 |
| 1 | 5575-GNVDE | 2017-04-01 | No | One year | No | Mailed check | 56.95 | 2071.84 |
| 2 | 3668-QPYBK | 2019-10-01 | No | Month-to-month | Yes | Mailed check | 53.85 | 226.17 |
| 3 | 7795-CFOCW | 2016-05-01 | No | One year | No | Bank transfer (automatic) | 42.30 | 1960.6 |
| 4 | 9237-HQITU | 2019-09-01 | No | Month-to-month | Yes | Electronic check | 70.70 | 353.5 |
| 5 | 9305-CDSKC | 2019-03-01 | No | Month-to-month | Yes | Electronic check | 99.65 | 1150.96 |
| 6 | 1452-KIOVK | 2018-04-01 | No | Month-to-month | Yes | Credit card (automatic) | 89.10 | 2058.21 |
| 7 | 6713-OKOMC | 2019-04-01 | No | Month-to-month | No | Mailed check | 29.75 | 300.48 |
| 8 | 7892-POOKP | 2017-07-01 | No | Month-to-month | Yes | Electronic check | 104.80 | 3573.68 |
| 9 | 6388-TABGU | 2014-12-01 | 2017-05-01 | One year | No | Bank transfer (automatic) | 56.15 | 1628.35 |
| MonthlyCharges | |
|---|---|
| count | 7043.000000 |
| mean | 64.761692 |
| std | 30.090047 |
| min | 18.250000 |
| 25% | 35.500000 |
| 50% | 70.350000 |
| 75% | 89.850000 |
| max | 118.750000 |
Познакомимся с фреймом personal
info(personal)
<class 'pandas.core.frame.DataFrame'> RangeIndex: 7043 entries, 0 to 7042 Data columns (total 5 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 customerID 7043 non-null object 1 gender 7043 non-null object 2 SeniorCitizen 7043 non-null int64 3 Partner 7043 non-null object 4 Dependents 7043 non-null object dtypes: int64(1), object(4) memory usage: 275.2+ KB
None
| customerID | gender | SeniorCitizen | Partner | Dependents | |
|---|---|---|---|---|---|
| 0 | 7590-VHVEG | Female | 0 | Yes | No |
| 1 | 5575-GNVDE | Male | 0 | No | No |
| 2 | 3668-QPYBK | Male | 0 | No | No |
| 3 | 7795-CFOCW | Male | 0 | No | No |
| 4 | 9237-HQITU | Female | 0 | No | No |
| 5 | 9305-CDSKC | Female | 0 | No | No |
| 6 | 1452-KIOVK | Male | 0 | No | Yes |
| 7 | 6713-OKOMC | Female | 0 | No | No |
| 8 | 7892-POOKP | Female | 0 | Yes | No |
| 9 | 6388-TABGU | Male | 0 | No | Yes |
| SeniorCitizen | |
|---|---|
| count | 7043.000000 |
| mean | 0.162147 |
| std | 0.368612 |
| min | 0.000000 |
| 25% | 0.000000 |
| 50% | 0.000000 |
| 75% | 0.000000 |
| max | 1.000000 |
Познакомимся с фреймом internet
info(internet)
<class 'pandas.core.frame.DataFrame'> RangeIndex: 5517 entries, 0 to 5516 Data columns (total 8 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 customerID 5517 non-null object 1 InternetService 5517 non-null object 2 OnlineSecurity 5517 non-null object 3 OnlineBackup 5517 non-null object 4 DeviceProtection 5517 non-null object 5 TechSupport 5517 non-null object 6 StreamingTV 5517 non-null object 7 StreamingMovies 5517 non-null object dtypes: object(8) memory usage: 344.9+ KB
None
| customerID | InternetService | OnlineSecurity | OnlineBackup | DeviceProtection | TechSupport | StreamingTV | StreamingMovies | |
|---|---|---|---|---|---|---|---|---|
| 0 | 7590-VHVEG | DSL | No | Yes | No | No | No | No |
| 1 | 5575-GNVDE | DSL | Yes | No | Yes | No | No | No |
| 2 | 3668-QPYBK | DSL | Yes | Yes | No | No | No | No |
| 3 | 7795-CFOCW | DSL | Yes | No | Yes | Yes | No | No |
| 4 | 9237-HQITU | Fiber optic | No | No | No | No | No | No |
| 5 | 9305-CDSKC | Fiber optic | No | No | Yes | No | Yes | Yes |
| 6 | 1452-KIOVK | Fiber optic | No | Yes | No | No | Yes | No |
| 7 | 6713-OKOMC | DSL | Yes | No | No | No | No | No |
| 8 | 7892-POOKP | Fiber optic | No | No | Yes | Yes | Yes | Yes |
| 9 | 6388-TABGU | DSL | Yes | Yes | No | No | No | No |
| customerID | InternetService | OnlineSecurity | OnlineBackup | DeviceProtection | TechSupport | StreamingTV | StreamingMovies | |
|---|---|---|---|---|---|---|---|---|
| count | 5517 | 5517 | 5517 | 5517 | 5517 | 5517 | 5517 | 5517 |
| unique | 5517 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| top | 7590-VHVEG | Fiber optic | No | No | No | No | No | No |
| freq | 1 | 3096 | 3498 | 3088 | 3095 | 3473 | 2810 | 2785 |
Познакомимся с фреймом phone
info(phone)
<class 'pandas.core.frame.DataFrame'> RangeIndex: 6361 entries, 0 to 6360 Data columns (total 2 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 customerID 6361 non-null object 1 MultipleLines 6361 non-null object dtypes: object(2) memory usage: 99.5+ KB
None
| customerID | MultipleLines | |
|---|---|---|
| 0 | 5575-GNVDE | No |
| 1 | 3668-QPYBK | No |
| 2 | 9237-HQITU | No |
| 3 | 9305-CDSKC | Yes |
| 4 | 1452-KIOVK | Yes |
| 5 | 7892-POOKP | Yes |
| 6 | 6388-TABGU | No |
| 7 | 9763-GRSKD | No |
| 8 | 7469-LKBCI | No |
| 9 | 8091-TTVAX | Yes |
| customerID | MultipleLines | |
|---|---|---|
| count | 6361 | 6361 |
| unique | 6361 | 2 |
| top | 5575-GNVDE | No |
| freq | 1 | 3390 |
Для начала добавим признак ухода клиента
contract['tag'] = (contract['EndDate'] != 'No').astype(int)
contract.head(10)
| customerID | BeginDate | EndDate | Type | PaperlessBilling | PaymentMethod | MonthlyCharges | TotalCharges | tag | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 7590-VHVEG | 2020-01-01 | No | Month-to-month | Yes | Electronic check | 29.85 | 31.04 | 0 |
| 1 | 5575-GNVDE | 2017-04-01 | No | One year | No | Mailed check | 56.95 | 2071.84 | 0 |
| 2 | 3668-QPYBK | 2019-10-01 | No | Month-to-month | Yes | Mailed check | 53.85 | 226.17 | 0 |
| 3 | 7795-CFOCW | 2016-05-01 | No | One year | No | Bank transfer (automatic) | 42.30 | 1960.6 | 0 |
| 4 | 9237-HQITU | 2019-09-01 | No | Month-to-month | Yes | Electronic check | 70.70 | 353.5 | 0 |
| 5 | 9305-CDSKC | 2019-03-01 | No | Month-to-month | Yes | Electronic check | 99.65 | 1150.96 | 0 |
| 6 | 1452-KIOVK | 2018-04-01 | No | Month-to-month | Yes | Credit card (automatic) | 89.10 | 2058.21 | 0 |
| 7 | 6713-OKOMC | 2019-04-01 | No | Month-to-month | No | Mailed check | 29.75 | 300.48 | 0 |
| 8 | 7892-POOKP | 2017-07-01 | No | Month-to-month | Yes | Electronic check | 104.80 | 3573.68 | 0 |
| 9 | 6388-TABGU | 2014-12-01 | 2017-05-01 | One year | No | Bank transfer (automatic) | 56.15 | 1628.35 | 1 |
Заменим в EndDate значения "No" датой выгрузки датасета
contract['EndDate'] = contract['EndDate'].replace(['No'], ['2020-02-01'])
Заменим тип данных в BeginDate и EndDate
contract['BeginDate'] = pd.to_datetime(contract['BeginDate'], format='%Y-%m-%d')
contract['EndDate'] = pd.to_datetime(contract['EndDate'], format='%Y-%m-%d')
contract.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 7043 entries, 0 to 7042 Data columns (total 9 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 customerID 7043 non-null object 1 BeginDate 7043 non-null datetime64[ns] 2 EndDate 7043 non-null datetime64[ns] 3 Type 7043 non-null object 4 PaperlessBilling 7043 non-null object 5 PaymentMethod 7043 non-null object 6 MonthlyCharges 7043 non-null float64 7 TotalCharges 7043 non-null object 8 tag 7043 non-null int64 dtypes: datetime64[ns](2), float64(1), int64(1), object(5) memory usage: 495.3+ KB
Заменим тип данных в TotalCharges
contract['TotalCharges'] = pd.to_numeric(contract['TotalCharges'], errors ='coerce')
contract['TotalCharges'].isnull().sum()
11
Взглянем, что в чем проблема с пропусками
contract[contract['TotalCharges'].isnull()]
| customerID | BeginDate | EndDate | Type | PaperlessBilling | PaymentMethod | MonthlyCharges | TotalCharges | tag | |
|---|---|---|---|---|---|---|---|---|---|
| 488 | 4472-LVYGI | 2020-02-01 | 2020-02-01 | Two year | Yes | Bank transfer (automatic) | 52.55 | NaN | 0 |
| 753 | 3115-CZMZD | 2020-02-01 | 2020-02-01 | Two year | No | Mailed check | 20.25 | NaN | 0 |
| 936 | 5709-LVOEQ | 2020-02-01 | 2020-02-01 | Two year | No | Mailed check | 80.85 | NaN | 0 |
| 1082 | 4367-NUYAO | 2020-02-01 | 2020-02-01 | Two year | No | Mailed check | 25.75 | NaN | 0 |
| 1340 | 1371-DWPAZ | 2020-02-01 | 2020-02-01 | Two year | No | Credit card (automatic) | 56.05 | NaN | 0 |
| 3331 | 7644-OMVMY | 2020-02-01 | 2020-02-01 | Two year | No | Mailed check | 19.85 | NaN | 0 |
| 3826 | 3213-VVOLG | 2020-02-01 | 2020-02-01 | Two year | No | Mailed check | 25.35 | NaN | 0 |
| 4380 | 2520-SGTTA | 2020-02-01 | 2020-02-01 | Two year | No | Mailed check | 20.00 | NaN | 0 |
| 5218 | 2923-ARZLG | 2020-02-01 | 2020-02-01 | One year | Yes | Mailed check | 19.70 | NaN | 0 |
| 6670 | 4075-WKNIU | 2020-02-01 | 2020-02-01 | Two year | No | Mailed check | 73.35 | NaN | 0 |
| 6754 | 2775-SEFEE | 2020-02-01 | 2020-02-01 | Two year | Yes | Bank transfer (automatic) | 61.90 | NaN | 0 |
Вероятно это новые пользователи. Заменим пропуски в этом стлолбце на 0
contract['TotalCharges'] = contract['TotalCharges'].fillna(0)
Обьеденим все датафреймы в один и проиндексируем фрейм по customerID
df = contract \
.merge(personal, how='left', on='customerID') \
.merge(internet, how='left', on='customerID') \
.merge(phone, how='left', on='customerID')
df = df.set_index('customerID')
df.head()
| BeginDate | EndDate | Type | PaperlessBilling | PaymentMethod | MonthlyCharges | TotalCharges | tag | gender | SeniorCitizen | Partner | Dependents | InternetService | OnlineSecurity | OnlineBackup | DeviceProtection | TechSupport | StreamingTV | StreamingMovies | MultipleLines | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| customerID | ||||||||||||||||||||
| 7590-VHVEG | 2020-01-01 | 2020-02-01 | Month-to-month | Yes | Electronic check | 29.85 | 31.04 | 0 | Female | 0 | Yes | No | DSL | No | Yes | No | No | No | No | NaN |
| 5575-GNVDE | 2017-04-01 | 2020-02-01 | One year | No | Mailed check | 56.95 | 2071.84 | 0 | Male | 0 | No | No | DSL | Yes | No | Yes | No | No | No | No |
| 3668-QPYBK | 2019-10-01 | 2020-02-01 | Month-to-month | Yes | Mailed check | 53.85 | 226.17 | 0 | Male | 0 | No | No | DSL | Yes | Yes | No | No | No | No | No |
| 7795-CFOCW | 2016-05-01 | 2020-02-01 | One year | No | Bank transfer (automatic) | 42.30 | 1960.60 | 0 | Male | 0 | No | No | DSL | Yes | No | Yes | Yes | No | No | NaN |
| 9237-HQITU | 2019-09-01 | 2020-02-01 | Month-to-month | Yes | Electronic check | 70.70 | 353.50 | 0 | Female | 0 | No | No | Fiber optic | No | No | No | No | No | No | No |
Пропуски в пунктах 12-19 вероятнее всего означают отстутствие этого сервиса у клиента. Заменим этим пропуски "No"
columns = ['InternetService', 'OnlineSecurity', 'OnlineBackup', 'DeviceProtection', 'TechSupport', 'StreamingTV', 'StreamingMovies', 'MultipleLines']
for i in columns:
df[i] = df[i].fillna('No')
df.info()
<class 'pandas.core.frame.DataFrame'> Index: 7043 entries, 7590-VHVEG to 3186-AJIEK Data columns (total 20 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 BeginDate 7043 non-null datetime64[ns] 1 EndDate 7043 non-null datetime64[ns] 2 Type 7043 non-null object 3 PaperlessBilling 7043 non-null object 4 PaymentMethod 7043 non-null object 5 MonthlyCharges 7043 non-null float64 6 TotalCharges 7043 non-null float64 7 tag 7043 non-null int64 8 gender 7043 non-null object 9 SeniorCitizen 7043 non-null int64 10 Partner 7043 non-null object 11 Dependents 7043 non-null object 12 InternetService 7043 non-null object 13 OnlineSecurity 7043 non-null object 14 OnlineBackup 7043 non-null object 15 DeviceProtection 7043 non-null object 16 TechSupport 7043 non-null object 17 StreamingTV 7043 non-null object 18 StreamingMovies 7043 non-null object 19 MultipleLines 7043 non-null object dtypes: datetime64[ns](2), float64(2), int64(2), object(14) memory usage: 1.1+ MB
Теперь в данных порядок. Приводить названия столбцов к нижненму регистру не стала, так как в целом в этом нет необходимости
Построим гистограммы и диаграммы размаха для числовых данных
col = 2
row = 3
columns = ['MonthlyCharges', 'TotalCharges']
plt.figure(figsize=(20, 20))
j = 0
for i in columns:
j += 1
plt.subplot(row, col, j)
plt.hist([df[i].loc[df['tag'] == 1], df[i].loc[df['tag'] == 0]], label=['Ушедшие', 'Оставшиеся'], color=['lightblue', 'pink'])
plt.title(i)
plt.legend()
for i in columns:
j += 1
plt.subplot(row, col, j)
plt.boxplot(df[i])
plt.title(i)
plt.show()
Значения в MonthlyCharges распредедяются неравномерно. Есть пики на 20 и 80. Кажется такое распределение значений может говорить о наличии тарифов у оператора или каких то других "групп" клиентов. Гистограмма TotalCharges равномерно убывает. Аномальных выбросов я не увидела.
df[columns].describe()
| MonthlyCharges | TotalCharges | |
|---|---|---|
| count | 7043.000000 | 7043.000000 |
| mean | 64.761692 | 2115.312885 |
| std | 30.090047 | 2112.742814 |
| min | 18.250000 | 0.000000 |
| 25% | 35.500000 | 436.750000 |
| 50% | 70.350000 | 1343.350000 |
| 75% | 89.850000 | 3236.690000 |
| max | 118.750000 | 9221.380000 |
Попробуем провести статистический тест. Для определения зависимости категориальный признак - числовой признак воспользуемся ANOVA.
Нулевая гипотеза(H0): Признаки не коррелируют между собой.
Гипотиза подтверждается только тогда, когда P-Value > 0,05
for i in columns:
print(i)
CategoryGroupLists=df.groupby(i)['tag'].apply(list)
AnovaResults = f_oneway(*CategoryGroupLists)
print('P-Value for Anova is: ', AnovaResults[1])
MonthlyCharges P-Value for Anova is: 3.2066248562743217e-07 TotalCharges P-Value for Anova is: 7.611976777680091e-11
Гипотеза отвергается. Признаки коррелируют с нашим целевым признаком.
Взглянем на корреляцию этих признаков между собой
df[columns].corr()
| MonthlyCharges | TotalCharges | |
|---|---|---|
| MonthlyCharges | 1.00000 | 0.63044 |
| TotalCharges | 0.63044 | 1.00000 |
rho, p = spearmanr(df['MonthlyCharges'], df['TotalCharges'])
print('rho=',rho, 'p=', p)
rho= 0.6464276837229888 p= 0.0
Признаки коррелируют, что логично. Чем больше месячный платеж, тем больше общая сумма покупок. Один из них нужно убрать, но пока не понятно какой именно.
Далее посмотрим на категориальные данные
cat_columns = ['Type','PaperlessBilling','PaymentMethod','gender','SeniorCitizen','Partner','Dependents',
'InternetService', 'OnlineSecurity', 'OnlineBackup', 'DeviceProtection', 'TechSupport',
'StreamingTV', 'StreamingMovies', 'MultipleLines']
for j in cat_columns:
sns.catplot(data=df, x='tag', hue=j, kind='count', palette=sns.color_palette("vlag"))
Посмотрим корреляцию категориальных признаков
phik_overview = df[cat_columns].phik_matrix()
plot_correlation_matrix(phik_overview.values,
x_labels=phik_overview.columns,
y_labels=phik_overview.index,
vmin=0, vmax=1, color_map='PuBu',
title=r"correlation $\phi_K$",
fontsize_factor=1.5,
figsize=(20, 20))
plt.tight_layout()
interval columns not set, guessing: ['SeniorCitizen']
Далее взглянем на корреляюцию всех от всех
phik_overview = df.phik_matrix()
plot_correlation_matrix(phik_overview.values,
x_labels=phik_overview.columns,
y_labels=phik_overview.index,
vmin=0, vmax=1, color_map='PuBu',
title=r"correlation $\phi_K$",
fontsize_factor=1.5,
figsize=(20, 20))
plt.tight_layout()
interval columns not set, guessing: ['MonthlyCharges', 'TotalCharges', 'tag', 'SeniorCitizen']
Корреляция между StreamingTV и StreamingMovies 0.74.
Тоже касается Partner и Dependents. Удалять мы их не будем пока.
Так же наблюдается сильная корреляция в столбцах с датами. Для обучения они нам не нужны, а испортить модель могут. Удалим оба столбца, предварительно создав столбец с общим количеством дней пользования.
df['Days'] = (df['EndDate'] - df['BeginDate']).dt.days
del df['BeginDate'], df['EndDate'], df['gender']
Теперь вернемся к столбцам MonthlyCharges и TotalCharges. Посмотрим на корреляцию со столбцом Days.
columns = ['MonthlyCharges', 'TotalCharges', 'Days']
df[columns].corr()
| MonthlyCharges | TotalCharges | Days | |
|---|---|---|---|
| MonthlyCharges | 1.000000 | 0.630440 | 0.220054 |
| TotalCharges | 0.630440 | 1.000000 | 0.821746 |
| Days | 0.220054 | 0.821746 | 1.000000 |
TotalCharges проиграл эту битву. Возьмем на заметку, но удалять пока не будем.
Разделим датафрейм на обучающую и тестовую выбороки
RANDOM_STATE = 50623
target = df['tag']
features = df.drop(columns=['tag'])
features_train, features_test, target_train, target_test = train_test_split(
features, target, test_size=0.25, random_state=RANDOM_STATE)
Закодируем категориальные данные с помощью One-Hot Encoding
features_train_not_ohe = features_train
features_test_not_ohe = features_test
cat_columns = features_train.select_dtypes(include='object').columns.to_list()
numeric = features_train.select_dtypes(exclude='object').columns.to_list()
cat_columns
['Type', 'PaperlessBilling', 'PaymentMethod', 'Partner', 'Dependents', 'InternetService', 'OnlineSecurity', 'OnlineBackup', 'DeviceProtection', 'TechSupport', 'StreamingTV', 'StreamingMovies', 'MultipleLines']
numeric
['MonthlyCharges', 'TotalCharges', 'SeniorCitizen', 'Days']
from sklearn.preprocessing import OneHotEncoder
encoder_ohe = OneHotEncoder(drop='first', handle_unknown='ignore', sparse=False)
encoder_ohe.fit(features_train[cat_columns])
new_columns = encoder_ohe.get_feature_names(cat_columns)
features_train[new_columns] = encoder_ohe.transform(features_train[cat_columns])
features_train = features_train.drop(cat_columns, axis=1)
features_test[new_columns] = encoder_ohe.transform(features_test[cat_columns])
features_test = features_test.drop(cat_columns, axis=1)
features_train.head()
features_test.head()
| MonthlyCharges | TotalCharges | SeniorCitizen | Days | Type_One year | Type_Two year | PaperlessBilling_Yes | PaymentMethod_Credit card (automatic) | PaymentMethod_Electronic check | PaymentMethod_Mailed check | ... | Dependents_Yes | InternetService_Fiber optic | InternetService_No | OnlineSecurity_Yes | OnlineBackup_Yes | DeviceProtection_Yes | TechSupport_Yes | StreamingTV_Yes | StreamingMovies_Yes | MultipleLines_Yes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| customerID | |||||||||||||||||||||
| 1608-GMEWB | 93.90 | 4225.50 | 1 | 1371 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | ... | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 |
| 2070-FNEXE | 76.45 | 636.06 | 1 | 245 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3771-PZOBW | 90.70 | 1814.00 | 0 | 610 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | ... | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 |
| 2930-UOTMB | 65.25 | 1175.81 | 0 | 518 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | ... | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 |
| 2951-QOQTK | 80.80 | 404.00 | 0 | 153 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | ... | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 |
5 rows × 21 columns
features_train.head()
| MonthlyCharges | TotalCharges | SeniorCitizen | Days | Type_One year | Type_Two year | PaperlessBilling_Yes | PaymentMethod_Credit card (automatic) | PaymentMethod_Electronic check | PaymentMethod_Mailed check | ... | Dependents_Yes | InternetService_Fiber optic | InternetService_No | OnlineSecurity_Yes | OnlineBackup_Yes | DeviceProtection_Yes | TechSupport_Yes | StreamingTV_Yes | StreamingMovies_Yes | MultipleLines_Yes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| customerID | |||||||||||||||||||||
| 5949-EBSQK | 61.45 | 307.25 | 0 | 153 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | ... | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 |
| 4760-XOHVN | 19.45 | 38.90 | 0 | 62 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | ... | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2607-FBDFF | 49.00 | 49.00 | 0 | 31 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 |
| 3125-RAHBV | 20.30 | 455.53 | 0 | 671 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | ... | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2829-HYVZP | 19.80 | 574.20 | 0 | 883 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | ... | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
5 rows × 21 columns
features_train.columns == features_test.columns
array([ True, True, True, True, True, True, True, True, True,
True, True, True, True, True, True, True, True, True,
True, True, True])
Масштабируем количественные признаки
columns = ['MonthlyCharges', 'Days', 'TotalCharges']
scaler = StandardScaler()
scaler.fit(features_train[columns])
features_train = features_train.copy()
features_train[columns] = scaler.transform(features_train[columns])
features_test = features_test.copy()
features_test[columns] = scaler.transform(features_test[columns])
Модель LogisticRegression
%%time
model = LogisticRegression(random_state = RANDOM_STATE, solver='lbfgs', class_weight='balanced')
param = { 'C': list(range(1,15,3))}
grid = GridSearchCV(model, param_grid=param, scoring='roc_auc', cv=2, verbose=True, n_jobs=-1)
model = grid.fit(features_train, target_train)
model_LR = model.best_estimator_
score_LR = model.best_score_
print('Best parameters:', model.best_params_)
print('Best score:', score_LR)
Fitting 2 folds for each of 5 candidates, totalling 10 fits
Best parameters: {'C': 1}
Best score: 0.7686979603288087
CPU times: user 118 ms, sys: 23 ms, total: 141 ms
Wall time: 218 ms
Модель RandomForestClassifier
%%time
model = RandomForestClassifier(random_state = RANDOM_STATE, class_weight='balanced')
param = {'n_estimators': list(range(50,300,50)), 'max_depth':[5,15], 'max_features':['sqrt', 'log2']}
grid = GridSearchCV(model, param_grid=param, scoring='roc_auc', cv=3, verbose=True, n_jobs=-1)
model = grid.fit(features_train, target_train)
model_RFC = model.best_estimator_
score_RFC = model.best_score_
print('Best parameters:', model.best_params_)
print('Best score:', score_RFC)
Fitting 3 folds for each of 20 candidates, totalling 60 fits
Best parameters: {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 100}
Best score: 0.8186194183639643
CPU times: user 664 ms, sys: 122 ms, total: 785 ms
Wall time: 3.8 s
Модель LinearSVC
%%time
model = LinearSVC(random_state=RANDOM_STATE, max_iter=10000, class_weight='balanced', dual = True)
param = {'C': list(range(1,15,3)), 'penalty' : ['l1', 'l2']}
grid = GridSearchCV(model, param_grid=param, scoring='roc_auc', cv=3, verbose=True, n_jobs=-1)
model = grid.fit(features_train, target_train)
model_LSVC = model.best_estimator_
score_LSVC = model.best_score_
print('Best parameters:', model.best_params_)
print('Best score:', score_LSVC)
Fitting 3 folds for each of 10 candidates, totalling 30 fits
/opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn( /opt/anaconda3/lib/python3.9/site-packages/sklearn/svm/_base.py:1206: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. warnings.warn(
Best parameters: {'C': 13, 'penalty': 'l2'}
Best score: 0.7713298991528706
CPU times: user 1.94 s, sys: 33.2 ms, total: 1.98 s
Wall time: 4.93 s
Модель LGBMClassifier
%%time
model = LGBMClassifier(n_jobs=-1, random_state=RANDOM_STATE, class_weight='balanced')
param = {'n_estimators': [300, 500, 1000],
'learning_rate': [0.01, 0.1, 0.2, 0.5],
'max_depth': range(1, 9)}
grid = GridSearchCV(model, param_grid=param, scoring='roc_auc', cv=3, verbose=0, n_jobs=-1)
model = grid.fit(features_train, target_train)
model_LGBM = model.best_estimator_
score_LGBM = model.best_score_
print('Best parameters:', model.best_params_)
print('Best score:', score_LGBM)
Best parameters: {'learning_rate': 0.2, 'max_depth': 2, 'n_estimators': 1000}
Best score: 0.8989029883954812
CPU times: user 2.49 s, sys: 234 ms, total: 2.72 s
Wall time: 11.6 s
Модель XGBClassifier
%%time
ratio = target_train[target_train == 1].count() / target_train[target_train == 0].count()
model = XGBClassifier(random_state=RANDOM_STATE, scale_pos_weight=ratio)
param = {'n_estimators': [300, 500, 1000],
'learning_rate': [0.01, 0.1, 0.2, 0.5],
'max_depth': range(1, 9)}
grid = GridSearchCV(model, param_grid=param, scoring='roc_auc', cv=3, verbose=0, n_jobs=-1)
model = grid.fit(features_train, target_train)
model_XGB = model.best_estimator_
score_XGB = model.best_score_
print('Best parameters:', model.best_params_)
print('Best score:', score_XGB)
Best parameters: {'learning_rate': 0.5, 'max_depth': 2, 'n_estimators': 1000}
Best score: 0.9134983426707115
CPU times: user 6.31 s, sys: 445 ms, total: 6.75 s
Wall time: 1min 21s
Модель CatBoostClassifier
%%time
cat_features = ['Type', 'PaperlessBilling', 'PaymentMethod',
'SeniorCitizen', 'Partner', 'InternetService', 'Dependents',
'OnlineSecurity', 'OnlineBackup', 'DeviceProtection', 'TechSupport',
'StreamingMovies', 'MultipleLines', 'StreamingTV']
model = CatBoostClassifier(random_state=RANDOM_STATE, auto_class_weights='Balanced', cat_features=cat_features)
param = {'max_depth':range(1, 9), 'learning_rate':[0.01, 0.1, 0.2, 0.5], 'iterations': [300, 500, 1000]}
grid = GridSearchCV(model, param_grid=param, scoring='roc_auc', cv=3, verbose=0, n_jobs=-1)
model = grid.fit(features_train_not_ohe, target_train)
model_CBC = model.best_estimator_
score_CBC = model.best_score_
print('Best parameters:', model.best_params_)
print('Best score:', score_CBC)
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Best parameters: {'iterations': 1000, 'learning_rate': 0.5, 'max_depth': 2}
Best score: 0.9234442494836443
CPU times: user 6.34 s, sys: 2.64 s, total: 8.98 s
Wall time: 2min 42s
Сделаем сводную таблицу с результатами
index = ['LogisticRegression',
'RandomForestClassifier',
'LinearSVC', 'LGBMClassifier', 'XGBClassifier', 'CatBoostClassifier']
data = {'ROC-AUC':[score_LR, score_RFC, score_LSVC, score_LGBM, score_XGB, score_CBC]}
scores_data = pd.DataFrame(data=data, index=index)
scores_data
| ROC-AUC | |
|---|---|
| LogisticRegression | 0.768698 |
| RandomForestClassifier | 0.818619 |
| LinearSVC | 0.771330 |
| LGBMClassifier | 0.898903 |
| XGBClassifier | 0.913498 |
| CatBoostClassifier | 0.923444 |
Лидерами обучения являются модели со следующими показателями:
Для тестирования возмем лучшую модель из представленных с гиперпараметрами:
pred_proba_test = model_CBC.predict_proba(features_test_not_ohe)[:, 1]
pred_test = model_CBC.predict(features_test_not_ohe)
print('Accuracy: ', model_CBC.score(features_test_not_ohe, target_test))
print('AUC-ROC: ', roc_auc_score(target_test, pred_proba_test))
fpr, tpr, thresholds = roc_curve(target_test, pred_proba_test)
plt.figure(figsize=(11, 5))
plt.plot(fpr, tpr)
plt.plot([0, 1], [0, 1], linestyle='--')
plt.xlabel('False Positive Rate')
plt.ylabel('True Positive Rate')
plt.title('ROC-кривая')
plt.show()
Accuracy: 0.9063032367972743 AUC-ROC: 0.9107108081791626
Посмотрим на распределение важности признаков
im_df = pd.DataFrame(model_CBC.feature_importances_, index = features_test_not_ohe.columns, columns=['import'])
im_df = im_df.sort_values(by='import', ascending=False)
im_df
| import | |
|---|---|
| Days | 63.284734 |
| TotalCharges | 12.378425 |
| MonthlyCharges | 11.063366 |
| Type | 2.121599 |
| Partner | 1.263755 |
| Type_Two year | 1.174548 |
| PaymentMethod | 1.145428 |
| PaymentMethod_Mailed check | 0.934949 |
| MultipleLines_Yes | 0.921341 |
| OnlineBackup_Yes | 0.697405 |
| Partner_Yes | 0.600234 |
| StreamingMovies | 0.570096 |
| InternetService | 0.499434 |
| Dependents_Yes | 0.398773 |
| SeniorCitizen | 0.301107 |
| PaymentMethod_Credit card (automatic) | 0.288260 |
| MultipleLines | 0.213115 |
| DeviceProtection_Yes | 0.196044 |
| InternetService_Fiber optic | 0.178849 |
| Dependents | 0.177195 |
| PaperlessBilling | 0.160508 |
| PaperlessBilling_Yes | 0.158167 |
| TechSupport_Yes | 0.156541 |
| Type_One year | 0.145015 |
| DeviceProtection | 0.142851 |
| OnlineSecurity_Yes | 0.139681 |
| StreamingMovies_Yes | 0.124381 |
| PaymentMethod_Electronic check | 0.123721 |
| OnlineSecurity | 0.114405 |
| OnlineBackup | 0.108780 |
| StreamingTV_Yes | 0.096732 |
| TechSupport | 0.067088 |
| InternetService_No | 0.040996 |
| StreamingTV | 0.012478 |
im_df.plot(kind='bar', figsize=(10, 5), title='Важность признаков', color='pink', legend=False)
plt.show()
Показатели на тестовой выборке:
Самыми важными признаками являются:
Показатели на тестовой выборке:
Самыми важными признаками являются:
В проекте были выполнены следующие пункты:
Был произведен подбор гиперпараметров и обучение следующих моделей:
| Model | ROC_AUC |
|---|---|
| LogisticRegression | 0.768698 |
| RandomForestClassifier | 0.818619 |
| LinearSVC | 0.771330 |
| LGBMClassifier | 0.898903 |
| XGBClassifier | 0.913498 |
| CatBoostClassifier | 0.920756 |
Трудностей в работе не встречалось, все этапы выполнения проекта являются важными и нельзя опускать ни один из них.